Datasets › PH2
PH2
The increasing incidence of melanoma has recently promoted the development of computer-aided diagnosis systems for the classification of dermoscopic images. The PH² dataset has been developed for research and benchmarking purposes, in order to facilitate comparative studies on both segmentation and classification algorithms of dermoscopic images. PH² is a dermoscopic image database acquired at the Dermatology Service of Hospital Pedro Hispano, Matosinhos, Portugal.
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Lesion Segmentation | PH2 | IARS SegNet Dice Score 0.9712 | IARS SegNet: Interpretable Attention Residual Skip... | — | 3 | Compare |
| Semantic Segmentation | PH2 | MobileUNETR Average Dice 95.70 | MobileUNETR: A Lightweight End-To-End Hybrid Vision... | osupcvlab/mobileunetr | 2 | Compare |
| Skin Cancer Segmentation | PH2 | SegNet IoU 93.61 | Skin Lesion Segmentation using SegNet with Binary Cross-Entropy | hashbanger/Skin_Lesion_Segmentation | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 10. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | 1 | 2 | 4 Sep 2024 | not harvested |
| IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation | 0 | 1 | 31 Oct 2023 | not harvested |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | 1 | 1 | 5 Aug 2023 | not harvested |
| MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation | 2 | 1 | 27 Mar 2022 | not harvested |
| Skin Lesion Segmentation using SegNet with Binary Cross-Entropy | 1 | 1 | 15 Nov 2019 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PH2
1 variant name, as the archive lists them.
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